Skip to main content
Glama
Crawlora-org

Crawlora MCP

Official

brave_images

Search images through Brave Search. Returns normalized results with configurable locale, offset, and count.

Instructions

Search Brave image results. Returns normalized Brave image search results for a query string. Locale defaults to country=us and lang=en-us. Results are fetched from public Brave Search image HTML and return 503 when Brave serves a challenge page or unusable HTML.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesSearch query
offsetNoZero-based Brave result page; defaults to 0
countNoResults to return; defaults to 10, clamped to 1..50
countryNoBrave result country; defaults to us
langNoBrave UI language; defaults to en-us
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the burden. It discloses the source (public HTML) and a potential error (503 on challenge pages), but lacks details on rate limits, authentication, or result structure beyond normalization.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, no wasted words, with the first sentence immediately stating purpose. Very concise and well-structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema and no annotations, the description covers the essential behavior and a key error condition, but omits details on pagination, response format, and how to handle other errors. Adequate but not comprehensive.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with each parameter described. The description adds the locale defaults, which are already in the schema, so it provides no additional meaning beyond what the schema offers.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it searches Brave image results, uses a specific verb-resource pair, and distinguishes itself from sibling tools like brave_search and brave_videos.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool over alternatives like bing_images or google_images. It only describes its own behavior without comparative context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Crawlora-org/crawlora-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server